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在本单元中，您将了解生成式 AI 应用，以及可以利用生成式 AI 的强大功能的应用类型。您还将了解 Google 提供的基础模型，以及在应用中使用生成式 AI 会遇到的挑战。

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在本单元中，您将了解生成式 AI 提示。提示是一条自然语言请求，会提交到语言模型，让模型给出回答。您可以通过设计提示，改进模型返回的结果。

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在本单元中，您将尝试使用 Vertex AI Studio。Vertex AI Studio 提供的工具可让您快速进行原型设计，利用自己的数据调优模型并无缝部署到应用中。您将探索 Gemini 的多模态功能，设计提示，并生成对话。

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在本单元中，您将了解如何提高基础模型准确率。您将了解检索增强生成 (RAG)，这是一种利用外部知识源来接地基础模型的技术。您还将了解 Google Cloud 上支持 RAG 的生成式 AI 解决方案架构示例。

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在本单元中，您将构建一个使用大语言模型 (LLM) 和检索增强生成 (RAG) 的聊天应用，该应用可以实现富有吸引力且信息量充足的对话。

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课程 PDF 文件链接

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18

在 Google Cloud 上创建生成式 AI 应用